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CS 188 Fall 2023
Announcements
Week 16 Announcements
Office Hours:
- Office hours have been rescheduled to 12-5 pm this week due to limited staff availability
Final:
- Please fill in the final logistics form ASAP if you have any exam requests.
- Please see the final logistics page for scope and the final logistics form.
Assignments:
- We are giving everyone an additional homework drop, please see Ed for details.
Discussion:
- Final review worksheet solutions can be found below.
- No Discussion this week.
Ed:
- Please do not spam the Ed past final threads.
- Please select private question, not post, and the appropriate category so it can be resolved faster.
- For private questions, post a zip file of all your code or a code block containing code snippets, screenshots will not be accepted.
Calendar
| Wk. | Date | Lecture (pptx files, playlist) |
Readings (AIMA, 4th ed.) |
Discussion | Homework | Project |
|---|---|---|---|---|---|---|
| 1 | Thu Aug 24 | 1. Intro to AI Video / Slides / Recording |
Ch. 1, 2 Note 1 | No discussion | HW0 [optional, no Part 2]
(due Wed, Aug 30) Part 1 | Project 0 [optional]
(due Wed, Aug 30) |
| 2 | Tue Aug 29 | 2. Uninformed Search Video / Slides / Recording |
Ch. 3.1–3.4 Note 2 | 1. Uninformed Search Worksheet / Solutions / Video Exam Prep / Solutions / Video |
||
| Thu Aug 31 | 3. Informed Search Video / Slides / Recording |
Ch. 3.5–3.6 Note 3 | HW1
(due Tue, Sept 12) Part 1 Part 2 | Project 1
(due Fri, Sept 8) | ||
| 3 | Tue Sep 05 | 4. CSPs I Video / Slides / Recording |
Ch. 4.1–4.2 CSP Demo Note 4 | 2. Informed Search Worksheet / Solutions / Video Exam Prep / Solutions / Video |
||
| Thu Sep 07 | 5. CSPs II Video / Slides / Recording |
Ch. 7.1–7.4 Note 5 | ||||
| 4 | Tue Sep 12 | 6. Search with Other Agents I Video / Slides / Recording |
Ch. 8.1–8.2 Note 6 | 3. CSPs Worksheet / Solutions / Video Exam Prep / Solutions / Video |
Project 2
(due Fri, Sept 22) | |
| Thu Sep 14 | 7. Search with Other Agents II Video / Slides / Recording |
Ch. 6.1 Note 7 | HW2
(due Tue, Sept 19) Part 1 Part 2 | |||
| 5 | Tue Sep 19 | 8. MDPs I Video / Slides / Recording |
Ch. 6.2–6.5 Note 8 | 4. Games Worksheet / Solutions / Video Exam Prep / Solutions / Video |
||
| Thu Sep 21 | 9. MDPs II Video / Slides / Recording |
Ch. 5.1–5.3 Note 9 | HW3
(due Tue, Sept 26) Part 1 Part 2 | |||
| 6 | Tue Sep 26 | 10. RL I Video / Slides / Recording |
Ch. 5.4–5.5 Note 10 | 5. MDPs Worksheet / Solutions / Video Exam Prep / Solutions / Video |
Project 3
(due Fri, Oct 6) | |
| Thu Sep 28 | 11. RL II Video / Slides / Recording |
Ch. 17.1 Note 11 | HW4
(due Tue, Oct 3) Part 1 Part 2 | |||
| 7 | Tue Oct 03 | 12. Probability Video / Slides / Recording |
Ch. 17.2 Note 12 | 6. RL Worksheet / Solutions / Video Exam Prep / Solutions / Video |
||
| Thu Oct 05 | 13. BN: Representation Video / Slides / Recording |
Ch 22.1–22.6 Note 13 | HW5
(due Tue, Oct 10) Part 1 Part 2 | |||
| 8 | Tue Oct 10 | 14. BN: Independence Video / Slides / Recording |
Ch 22.1–22.6 Note 14 | 7. Midterm Review Search: Worksheet / Solutions |
||
| Thu Oct 12 | 15. BN: Inference Video / Slides / Recording |
Note 15 | ||||
| 9 | Mon Oct 16 | Midterm (7pm–9pm PT) |
8. Bayes Nets (async) Worksheet / Solutions / Video |
|||
| Tue Oct 17 | 16. BN: Sampling Video / Slides / Recording |
Ch. 13.1 Note 16 | HW6
(due Tue, Oct 24) Part 1 Part 2 | Project 4
(due Mon, Nov 6) | ||
| Thu Oct 19 | 17. Decision Networks & VPI Video / Slides / Recording |
Ch. 13.2 Note 17 | ||||
| 10 | Tue Oct 24 | 18. Hidden Markov Models Video / Slides / Recording |
Ch. 13.3 Note 18 | 9. Sampling, VPI Worksheet / Solutions / Video Exam Prep / Solutions / Video |
HW7
(due Tue, Oct 31) Part 1 Part 2 | |
| Thu Oct 26 | 19. Particle Filtering Video / Slides / Recording |
Ch. 13.4 Note 19 | ||||
| 11 | Tue Oct 31 | 20. ML: Naive Bayes Video / Slides / Recording |
Ch. 14.1–14.5 Note 20 | 10. HMMs, Particle Filtering Worksheet / Solutions / Video Exam Prep / Solutions / Video |
HW8
(due Tue, Nov 7) Part 1 Part 2 | |
| Thu Nov 02 | 21. ML: Perceptrons Video / Slides / Recording |
Ch. 16.1–16.3 Note 21 | ||||
| 12 | Tue Nov 07 | 22. ML: Logistic Regression Video / Slides / Recording |
Note 22 | 11. Naive Bayes, Perceptron Worksheet / Solutions / Video Exam Prep / Solutions / Video |
||
| Thu Nov 09 | 23. ML: Optimization Video / Slides / Recording |
Note 23 | HW9
(due Fri, Nov 17) Part 1 Part 2 | Project 5
(due Mon, Nov 27) | ||
| 13 | Tue Nov 14 | 24. ML: Neural Networks Video / Slides / Recording |
Ch. 16.1–16.3 Note 24 | 12. Logistic Regression, Neural Networks Worksheet / Solutions / Video Exam Prep / Solutions / Video |
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| Thu Nov 16 | 25. Applications & Conclusion Video / Slides / Recording |
Ch. 16.1–16.3 | ||||
| 14 | Tue Nov 21 | 26. Guest Lecture by Nicholas Tomlin: NLP Applications / Slides / Recording |
Ch. 16.5–16.7 | No Discussion | ||
| Thu Nov 23 | Thanksgiving |
HW10
(due Fri, Dec 1) Part 1 Part 2 | ||||
| 15 | Tue Nov 28 | 27. Guest Lecture by Katherine Lee: Generative AI and Law / Recording |
13. Final Review Search/Games: Worksheet / Solutions |
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| 16 | Thu Dec 14 | Final (11:30am–2:30pm PT) |